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PAPIs Europe 2018 has ended
PAPIs is the 1st series of international conferences dedicated to real-world ML applications, techniques and tools. After 7 previous events on 4 different continents, PAPIs is returning to Europe on 4-6 April 2018. Join us at the Canary Wharf Tower in London!

  • Training Workshops — 4 April, UCL School of Management (Level 38)
  • Industry and Startups — 5 April, Level 39
  • Industry and Research — 6 April, Level 39

More information about the conference at papis.io/europe-2018
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Thursday, April 5 • 13:30 - 14:00
Open Source Machine Learning Deployment

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Open source machine learning tools to manipulate and store data and apply complex algorithms to this data have matured greatly in recent years. However, the final step in any successful machine learning project is to put the models into production with exposed APIs as well as monitor, scale and continuously update them. This final stage has generally been built in-house by large companies and can be a considerable risk to the success of projects within more resource constrained companies. This talk will review some of the challenges in deploying machine learning models and introduce some open source projects that attempt to solve these challenges.
Speakers
avatar for Clive Cox

Clive Cox

CTO, Seldon
Clive is CTO of Seldon. Seldon helps enterprises put machine learning into production. Clive developed Seldon's open source Kubernetes based machine learning deployment platform Seldon Core. He is also a core contributor to the Kubeflow and KFServing projects.

Thursday April 5, 2018 13:30 - 14:00 BST
Level39 - Sandbox 1 Level39, One Canada Square, London
  Production / Deployment